Unable to rotate object in normal orientation
If i understood the question you want to rotate the rest back to rotate.

Select the back rest. 

In edit mode select the edge and Press Shift+S
Cursor to selected.

Change the Pivot point to 3D Cursor

In object mode rotate now.